Create reproducible ML pipelines with ZenML
Display and submit language model evaluations
View and submit language model evaluations
Convert Hugging Face models to OpenVINO format
View NSQL Scores for Models
Compare model weights and visualize differences
Generate leaderboard comparing DNA models
Explore and manage STM32 ML models with the STM32AI Model Zoo dashboard
Evaluate reward models for math reasoning
Push a ML model to Hugging Face Hub
Explore and benchmark visual document retrieval models
Display LLM benchmark leaderboard and info
Evaluate RAG systems with visual analytics
Zenml Server is a powerful tool designed to create reproducible ML pipelines with ease. It provides a centralized environment for managing and orchestrating machine learning workflows, enabling teams to collaborate effectively and maintain consistency across projects. Zenml Server simplifies the process of building, sharing, and deploying machine learning models by offering a standardized framework for reproducibility and scalability.
What does Zenml Server do?
Zenml Server provides a centralized platform for managing machine learning workflows, enabling reproducibility, collaboration, and scalable deployment of ML models.
Do I need Zenml Server to use ZenML?
No, ZenML can be used without the server for local workflows. However, Zenml Server enhances collaboration, scalability, and centralized management for teams.
Can Zenml Server integrate with other tools?
Yes, Zenml Server supports integration with popular tools and frameworks in the ML ecosystem, allowing seamless workflow management.